AWS Machine Learning

APRIL 18, 2024

It’s straightforward to deploy in your AWS account. Prerequisites You need to have an AWS account and an AWS Identity and Access Management (IAM) role and user with permissions to create and manage the necessary resources and components for this application. Everything you need is provided as open source in our GitHub repo.

APIs 116

APIs Accountability Analytics Entertainment 116

AWS Machine Learning

NOVEMBER 18, 2024

It allows content creators to quickly generate high-quality, realistic images using simple English text prompts, and returns studio-quality images suitable for advertising, ecommerce, and entertainment. Users or applications submit a prompt as an API request. The following diagram illustrates the flow of events.

APIs 92

APIs Entertainment Benchmark Advertising 92

AWS Machine Learning

MARCH 4, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI.

Feedback 109

Feedback APIs Engineering Surveys 109

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 105

APIs Scripts Entertainment Personalization 105

AWS Machine Learning

JULY 30, 2024

The response from API calls are displayed to the end-user. When the IAM Identity Center instance is in the same account where you are deploying the Mediasearch Q Business solution, the finder stack allows you to automatically create the IAM Identity Center customer managed application as part of the stack deployment.

APIs 91

APIs Accountability Management Entertainment 91

AWS Machine Learning

FEBRUARY 6, 2024

The workflow includes the following steps: A QnABot administrator can configure the questions using the Content Designer UI delivered by Amazon API Gateway and Amazon Simple Storage Service (Amazon S3). Amazon Lex V2 getting started- Streaming APIs]([link] Expand the Advanced section and enter the same answer under Markdown Answer.

Chatbots 113

Chatbots APIs Self service Banking 113

AWS Machine Learning

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. If you are new to AWS, see Create a standalone AWS account. embeddings. Python 3.10

APIs 106

APIs Entertainment Accountability Customer Experience 106

AWS Machine Learning

NOVEMBER 30, 2023

Prerequisites For this walkthrough, you must have the following prerequisites: An AWS account AWS Serverless Application Model Command Line Interface (AWS SAM CLI ) The solution uses the AWS SAM CLI for deployment. Amazon Titan has recently added a new embedding model to its collection, Titan Multimodal Embeddings.

Scripts 103

Scripts APIs Entertainment Accountability 103

AWS Machine Learning

APRIL 5, 2023

Amazon Rekognition makes it easy to add this capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 78

APIs Entertainment Personalization Accountability 78

AWS Machine Learning

DECEMBER 14, 2023

Text-to-image generation is a rapidly growing field of artificial intelligence with applications in a variety of areas, such as media and entertainment, gaming, ecommerce product visualization, advertising and marketing, architectural design and visualization, artistic creations, and medical imaging.

Entertainment 103

Entertainment Construction APIs Advertising 103

AWS Machine Learning

MARCH 27, 2024

Text-to-image models also enhance your customer experience by allowing for personalized advertising as well as interactive and immersive visual chatbots in media and entertainment use cases. The new model is then saved to an Amazon Simple Storage Service (Amazon S3) located in the same model development account as the pre-trained model.

Accountability 95

Accountability APIs Engineering Entertainment 95

AWS Machine Learning

JUNE 3, 2024

Amazon Bedrock is a fully managed service that provides access to a range of high-performing foundation models from leading AI companies through a single API. The second component converts these extracted frames into vector embeddings directly by calling the Amazon Bedrock API with Amazon Titan Multimodal Embeddings.

APIs 94

APIs Accountability Entertainment Construction 94

Talkdesk

OCTOBER 12, 2020

Welcome to open banking Accenture projects open banking-related services already account for 7% of total banking revenue in 2020. Banking as a Service (BaaS) is an open banking end-to-end process through which fintechs and other third parties connect with banks’ systems directly via APIs. .

Banking 83

Banking Interactive Voice Response Self service CRM 83

AWS Machine Learning

AUGUST 3, 2022

In this section, we interact with the Boto3 API endpoints to update and search feature metadata. To begin improving feature search and discovery, you can add metadata using the update_feature_metadata API. You can search for features by using the SageMaker search API using metadata as search parameters. About the authors.

APIs 81

APIs Engineering Entertainment Education 81

AWS Machine Learning

JUNE 27, 2023

By enabling effective management of the ML lifecycle, MLOps can help account for various alterations in data, models, and concepts that the development of real-time image recognition applications is associated with. At-scale, real-time image recognition is a complex technical problem that also requires the implementation of MLOps.

Engineering 102

Engineering APIs Scripts Entertainment 102

AWS Machine Learning

AUGUST 15, 2022

You can get started without any prior machine learning (ML) experience, using APIs to easily build sophisticated personalization capabilities in a few clicks. You can use the Amazon Personalize console or API to create a filter with your logic using the Amazon Personalize DSL (domain-specific language). It only takes a few minutes.

Personalization 70

Personalization APIs Entertainment Marketing 70

AWS Machine Learning

OCTOBER 2, 2024

In addition, they use the developer-provided instruction to create an orchestration plan and then carry out the plan by invoking company APIs and accessing knowledge bases using Retrieval Augmented Generation (RAG) to provide an answer to the user’s request. None What is the balance for the account 1234?

Best practices 86

Best practices APIs Metrics Accountability 86

AWS Machine Learning

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, like Meta, through a single API, along with a broad set of capabilities you need to build generative AI applications with security, privacy, and responsible AI. Configure Llama 3.2 b64encode(image_bytes).decode('utf-8')

Real estate 82

Real estate Finance APIs Construction 82

AWS Machine Learning

JUNE 21, 2023

An AWS account. Under Available OAuth Scopes , choose Manage user data via APIs (api). Under API (Enable OAuth Settings) , choose Manage Consumer Details. Outside of work, he enjoys woodworking and entertains friends and family (sometimes strangers) with sleight of hand card magic. Choose Save.

Analytics 75

Analytics APIs CRM Contact Center 75

AWS Machine Learning

AUGUST 21, 2024

AWS HealthScribe is a fully managed API-based service that generates preliminary clinical notes offline after the patient’s visit, intended for application developers. In the future, we expect LMA for healthcare to use the AWS HealthScribe API in addition to other AWS services.

Healthcare 95

Healthcare Consulting Consulting APIs 95

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. Before you get started with the solution, create an AWS account. This identity is called the AWS account root user. We use an ml.t3.medium

Telecommunications 120

Telecommunications Healthcare Transportation Accountability 120

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 112

Engineering Accountability Construction APIs 112

AWS Machine Learning

JANUARY 25, 2023

Additionally, unlike non-deep-learning techniques such as nearest neighbor, Stable Diffusion takes into account the context of the image, using a textual prompt to guide the upscaling process. You can access these scripts with one click through the Studio UI or with very few lines of code through the JumpStart APIs.

Scripts 72

Scripts APIs Real estate Entertainment 72

AWS Machine Learning

SEPTEMBER 19, 2023

Large language models – The large language models (LLMs) are available via Amazon Bedrock, SageMaker JumpStart, or an API. Prerequisites To run this solution, you must have an API key to an LLM such as Anthropic Claude v2, or have access to Amazon Bedrock foundation models. Data exploration on stock data is done using Athena.

Marketing 110

Marketing APIs Engineering Analytics 110

AWS Machine Learning

AUGUST 17, 2023

In the processing job API, provide this path to the parameter of submit_jars to the node of the Spark cluster that the processing job creates. You can use the API to create a dataset from a single or multiple feature groups, and output it as a CSV file or a pandas DataFrame.

APIs 73

APIs Engineering Scripts Analytics 73

AWS Machine Learning

FEBRUARY 29, 2024

You can also add data incrementally by importing records using the Amazon Personalize console or API. Prerequisites You should have the following prerequisites: An AWS account. After your historical data is imported, you can continue to provide new data in real time by sending user interaction events.

Personalization 100

Personalization Accountability Entertainment Construction 100

AWS Machine Learning

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. put_record API to ingest individual records or to handle streaming sources.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

JANUARY 13, 2023

It involves training a shared ML model without moving or sharing data across sites or with a centralized server during the model training process, and can be implemented across multiple AWS accounts. Participants can either choose to maintain their data in their on-premises systems or in an AWS account that they control.

Analytics 76

Analytics Healthcare Engineering Government 76

AWS Machine Learning

NOVEMBER 22, 2023

In this innovation talk, hear how the largest industries, from healthcare and financial services to automotive and media and entertainment, are using generative AI to drive outcomes for their customers. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases. Reserve your seat now!

Engineering 118

Engineering Best practices APIs Government 118

AWS Machine Learning

AUGUST 16, 2023

The original concept came out of an AI/ML Hackathon supported by Simone Zucchet (AWS Solutions Architect) and Tim Precious (AWS Account Manager) and was developed into production using AWS services in under 6 weeks with support from AWS. Open Arena has been designed to integrate seamlessly with multiple LLMs through REST APIs.

Enterprise 74

Enterprise APIs Engineering Entertainment 74

AWS Machine Learning

OCTOBER 5, 2022

Apache Flink is a distributed streaming, high-throughput, low-latency data flow engine that provides a convenient and easy way to use the Data Stream API, and it supports stateful processing functions, checkpointing, and parallel processing out of the box. Erick Martinez is a Sr.

Calibration 94

Calibration Engineering Automotive Analytics 94

AWS Machine Learning

APRIL 19, 2023

In addition to creating a training dataset, we use the PutRecord API to put the 1-week feature aggregations into the online feature store nightly. Creating the Apache Flink application using Flink’s SQL API is straightforward. We send the latest feature values to the feature store from Lambda using a simple call to the PutRecord API.

Engineering 77

Engineering Analytics APIs Enterprise 77

CSM Magazine

APRIL 23, 2021

If customer experience is a canvas, service brands tend to have a bigger one, with more opportunities to provide value, delight, educate and entertain. The statement describes an outcome, and the company’s newest services—like banking accounts designed for people who live, work and travel all around the world—tightly align to that outcome.

Entertainment 52

Entertainment APIs Banking Customer centricity 52

AWS Machine Learning

NOVEMBER 21, 2022

2xlarge instances, so you should raise a service limit increase request if your account requires increased limits for this type. This notebook demonstrates how to use the JumpStart API for text classification. frames ) profound ethical and philosophical questions in the form of dazzling pop entertainment". Text classification.

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

MAY 14, 2024

She works with Amazon media and entertainment (M&E) customers to design, build, and deploy technology solutions on AWS, and has a particular interest in Gen AI and machine learning focussed on M&E. Rachna Chadha is a Principal Solution Architect AI/ML in Strategic Accounts at AWS.

Chatbots 99

Chatbots Feedback Engineering Entertainment 99

AWS Machine Learning

AUGUST 2, 2023

We demonstrate CDE using simple examples and provide a step-by-step guide for you to experience CDE in an Amazon Kendra index in your own AWS account. After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. However, we can use CDE for a wider range of use cases.

Enterprise 71

Enterprise Healthcare APIs Big data 71

JivoChat

APRIL 23, 2023

In 1988, Jabberwacky was built by the developer Rollo Carpenter to simulate human conversation for entertainment purposes. Improve Customer Experience Customer experience is a factor that people take into account when deciding to make a purchase or not. Or you can connect to another platform via our API. JivoChat Partners: Dahi.ai

Chatbots 75

Chatbots B2C Self service B2B 75